On Compatible Priors for Bayesian Networks.
Robert G. CowellPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (1996)
Keyphrases
- bayesian networks
- learning bayesian networks
- conditional probabilities
- conditional independence
- posterior probability
- probabilistic reasoning
- structure learning
- expert knowledge
- probabilistic model
- graphical models
- naive bayes
- inference in bayesian networks
- bayesian network structure
- bayesian framework
- prior information
- probability distribution
- exact inference
- prior probabilities
- bayesian network classifiers
- student modeling
- bayesian network inference
- multiply sectioned bayesian networks
- probabilistic inference
- case study
- bayesian belief networks
- diagnostic reasoning
- missing data
- maximum likelihood